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» Acceleration of the EM algorithm
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ICMCS
2006
IEEE
142views Multimedia» more  ICMCS 2006»
14 years 2 days ago
FEMA: A Fast Expectation Maximization Algorithm based on Grid and PCA
EM algorithm is an important unsupervised clustering algorithm, but the algorithm has several limitations. In this paper, we propose a fast EM algorithm (FEMA) to address the limi...
Zhiwen Yu, Hau-San Wong
CDC
2010
IEEE
133views Control Systems» more  CDC 2010»
13 years 1 months ago
Estimating state-space models in innovations form using the expectation maximisation algorithm
The expectation maximisation (EM) algorithm has proven to be effective for a range of identification problems. Unfortunately, the way in which the EM algorithm has previously been ...
Adrian Wills, Thomas B. Schön, Brett Ninness
VLSI
2010
Springer
13 years 21 days ago
Spatial EM jamming: A countermeasure against EM Analysis?
Electro-Magnetic Analysis has been identified as an efficient technique to retrieve the secret key of cryptographic algorithms. Although similar mathematically speaking, Power or E...
Francois Poucheret, Lyonel Barthe, Pascal Benoit, ...
NIPS
2003
13 years 7 months ago
Approximate Expectation Maximization
We discuss the integration of the expectation-maximization (EM) algorithm for maximum likelihood learning of Bayesian networks with belief propagation algorithms for approximate i...
Tom Heskes, Onno Zoeter, Wim Wiegerinck